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  • Log in to the platform 
  • Home
  • Quick start
      • Glossary
      • CVSSF metric
      • Tutorial videos
      • Platform demo
      • Continuous Hacking methodology
      • Continuous Hacking PoV
      • Plans and free trial
      • What is SAST?
      • What is DAST?
      • Billing
      • Main website
      • What is SCA?
    • FAQ
      • Billing
      • Integrations
      • Platform
      • Scanner
      • Ask our pentesters to explain a vulnerability
      • Fix code with gen AI from the IDE
      • See safe dependency versions
      • Import repositories to test
      • Invite team members to sign up
      • Assign vulnerability remediation to a team member
      • See details of the reported security vulnerabilities
    • Sign up to Fluid Attacks
      • Break the build
      • Install CI Gate to break the build
      • Verify whether a fix was successful
  • Find and fix
    • Use the platform
        • Sign-up and login
        • Interface and sections
        • Groups section
        • Group configuration
        • Create and delete groups
        • Create another organization
        • Portfolios
        • ToE and SBOM
        • Register payment method
        • Members
        • Understand roles
        • Group authors
        • Organization authors
        • Repositories
        • Import them with OAuth
        • Repositories out of scope
        • Credentials
        • Environments
        • Resolve events
        • Vulnerabilities section
        • Examine evidence
        • Supply chain analysis
        • Reachability analysis
        • Vulnerability signature
        • CVSS score adjustment
        • Correlate threat models
        • Assign treatments
        • Assigned to you
        • Verify with reattacks
        • False positive requests
      • Help options
        • AI Agent
        • Live chat
        • Email
        • Comments
        • Talk to a Pentester
        • Tutorial videos or demo
        • Vulnerability reporting
        • Standard compliance
        • ZTNA logs
        • Recent downloads
        • Common analytics
        • Organization analytics
        • Group analytics
        • Portfolio analytics
        • Chart options
        • CI Gate configuration
        • CI Gate executions
        • Security gates
        • Vulnerability acceptance
        • Prioritization attributes
        • Explore the user menu
        • Enable and disable notifications
        • Subscribe to News
        • Leave a group
        • Fluid Attacks' scanners
        • OWASP Benchmark results
        • Your feedback
      • Use the scanners
        • Local run
        • CI/CD integration
        • Understanding outputs
        • Findings exclusion
      • Use a configuration file
        • SAST scanner
        • SCA scanner
        • DAST scanner
        • APK scanner
      • Automatic remediation
      • Custom remediation guides
    • Fix SCA vulnerabilities
      • Javascript
      • Python
      • Kotlin
      • Introduction to Sorts
      • Sorts user guide
      • Connection mechanisms
      • Cloud connection
      • Egress connection
      • Connector connection
      • Types of authentication
      • AWS CodeCommit
    • Service-level agreement
      • Availability SLA
      • Response SLA
      • Accuracy SLA
      • False negatives
      • False positives
      • Scope
    • Support information
      • Changelog
        • 2023
        • 2024
        • 2025
        • 2026
      • Roadmap
      • AI functions
      • Attack surfaces
      • Binaries
      • Browsers
      • CI/CD
      • CVEs for reachability
      • Evidence formats
      • Frameworks
      • IDE functionalities
      • Languages
      • Languages for fixes
      • Package managers
      • Remediation
      • SCM systems
      • Secrets
      • Standards
      • Ticketing systems
      • Documentation sections
  • Integrations
      • Bug-tracking systems
      • Tools and integrations
      • Install
      • Setup
      • Issue creation
      • Automatic issue creation
      • Link vulnerabilities
      • Vulnerability details
      • Request reattacks
      • Help options
    • Azure DevOps
    • GitLab
    • VS Code
      • Functions
      • Troubleshooting
      • Install the IntelliJ IDEA plugin
      • Identify and fix vulnerabilities from IntelliJ
      • Install the Cursor extension
      • Identify and address vulnerabilities from Cursor
    • MCP server
      • Installation
      • Capabilities and use cases
      • Docker installation
    • Peer Reviewer Assistant
      • For GitLab
      • For Azure DevOps
      • Troubleshooting
      • File exclusion
    • API
      • Learn the basics
    • Webhooks
  • Stack
      • Bash
      • Python
      • Rust
      • Terraform
      • TypeScript
      • Ariadne
      • Commitlint
      • D3
      • Docker
      • ESLint
      • GraphQL
      • Hypercorn
      • Kubernetes
      • Labels
      • Mypy
      • Nix Flakes
      • Platform audit logs
      • Platform authentication
      • Platform authorization
      • Pydantic
      • Pydantic AI
      • React
      • Ruff
      • Sops
      • Starlette
      • Tree-sitter
      • Visual Studio Code
      • AWS
      • Batch
      • Bedrock
      • BigCodeBench
      • BugSnag
      • Checkly
      • Claude 3.5 Sonnet
      • Cloudflare
      • CloudWatch
      • Cost Management
      • Datadog
      • dbt
      • DynamoDB
      • EBS
      • EC2
      • EKS
      • ELB
      • Engineering metrics
      • ePayco
      • EventBridge
      • GitLab
      • GitLab CI
      • Google Workspace
      • IAM
      • Jamf
      • KMS
      • Lambda
      • LogRocket
      • Okta
      • OpenAI
      • OpenSearch
      • Organizations
      • QuickSight
      • S3
      • SageMaker
      • Snowflake
      • Statuspage
      • Step Functions
      • Stripe
      • Treli
      • Ubiquiti
      • Vanta
      • Voyage AI
      • VPC
      • VPN
      • Zoho One
      • Zoho Sign
    • Pentesting tools
  • Compliance
    • Authentication
      • Clients
      • Password policies
      • Staff
    • Authorization
      • Access revocation
      • Clients
      • Employee termination
      • Endpoints
      • Secret rotation
      • Sessions
      • Staff
    • Availability
      • Distributed apps
      • Distributed firewall
      • Everything backed up
      • Multiple zones
      • Recovery objective
    • Confidentiality
      • Device (re)enrolling
      • Direct hiring
      • Encryption at rest
      • Encryption in transit
      • No personal gain
      • Personnel NDA
      • Secure deletion
    • Integrity
      • Applicant evaluation
      • Awareness
      • Certification Hub
      • Certified cloud provider
      • Certified security analysts
      • Comprehensive reporting
      • Developing for integrity
      • Monitoring
      • Production data isolation
      • Secure emails
      • SLSA compliance
      • Standard timezone
      • Static website
      • Training plan
    • Non-repudiation
      • Everything as code
      • Extensive logs
    • Privacy
      • Data privacy policy
      • Data retention policy
      • Data use policy
      • Email obfuscation
      • Time tracking
      • Manual for the NDR
      • Subprocessor OpenAI
      • OTR messaging
      • Polygraph tests
      • Project pseudonymization
      • Data transmission
      • Unsubscribe email
      • Use of cookies
    • Resilience
      • Continuity and recovery
      • Equipment and telecommuting
      • Everything is decentralized
      • Redundant roles
    • Transparency
      • Complaint management
      • Data leakage policy
      • Ethics hotline
      • Help channel
      • Incident management
      • Information security responsibility
      • Open source
      • Quality policy
      • Status page
      • Testing our technology
      • Vulnerability releasing
  • Compare
    • 42Crunch
    • 7 Way Security
    • Aikido
    • Anvil Secure
    • Apiiro
    • AppCheck
    • Appdome
    • Appknox
    • Aqua Security
    • Armorcode
    • Armosec
    • Arnica
    • Astra
    • Backslash
    • Base4
    • Bishop Fox
    • Black Duck
    • Black Hills
    • Breachlock
    • Bright Security
    • Burp Suite
    • Checkmarx
    • CloudGuard
    • Cobalt
    • Codacy
    • Conviso
    • Cure53
    • Cycode
    • Cyscope
    • Cyver
    • Data Theorem
    • DataDog
    • DeepSource
    • DefectDojo
    • Detectify
    • Devel
    • Dynatrace
    • Edgescan
    • Endor Labs
    • Evolve Security
    • Faraday Security
    • FortiDevSec
    • Fortify
    • GitHub Advanced Security (GHAS)
    • Ghost Security
    • GitLab Ultimate
    • GuardRails
    • HackerOne
    • Hackmetrix
    • Hadrian
    • HCL AppScan
    • Heeler
    • Hopper Security
    • ImmuniWeb
    • Inspectiv
    • Intigriti
    • Intruder
    • Invicti
    • JFrog
    • Jit
    • Kiuwan
    • Legit Security
    • Mandiant
    • Mend
    • Mindgard
    • Mobb
    • Moderne
    • NetSPI
    • NowSecure
    • Nucleus Security
    • Oligo Security
    • Opengrep
    • Orca Security
    • Oversecured
    • OX Security
    • Phoenix Security
    • PlexTrac
    • Praetorian
    • Prancer
    • Prisma Cloud
    • Probely
    • Prowler
    • ReversingLabs
    • RunSybil
    • RunZero
    • Safety
    • Securitum
    • Seemplicity
    • Semgrep
    • Snyk
    • Socket
    • SonarQube
    • Sonatype Lifecycle
    • SOOS
    • StackHawk
    • Strike
    • Synacktiv
    • Tenable Nessus
    • Theori
    • ThreatModeler
    • Veracode
    • White Jaguars
    • Wiz
    • Xygeni
    • YesWeHack
    • ZAP
    • ZeroPath

  • Log in to the platform 

On This Page

  • AI-powered vulnerability scanner (in progress)
  • Fluid Attacks’ peer reviewer assistant (in progress)
  • Scope management improvements (in progress)
  • IntelliJ plugin enhancements (in progress)
  • SCA fix recommendations (in progress)
Find and fixSupport informationRoadmap

Roadmap

Last updated: Mar 16, 2026

We are excited to share our priorities and upcoming features, designed to enhance security, simplify workflows, and empower you with greater efficiency and transparency.

AI-powered vulnerability scanner (in progress)

Completed: We built an AI-powered SAST scanner that automates vulnerability detection previously requiring manual analysis. It identifies SQL injections and XSS, with over 90% precision at automation speed.

Current focus: We are enhancing detection accuracy (precision and recall) and expanding CWE coverage to support a broader range of vulnerability types (aka weaknesses).

To see how we are doing on these goals, check the entries marked with “AI-SAST” in our changelog .

Fluid Attacks’ peer reviewer assistant (in progress)

Overview: A complementary security approach that provides AI-powered comments on your pull requests to help prevent vulnerability injection before code is merged. This functionality will be exclusively available on the Advanced plan.

Current focus: Currently in development with upcoming availability for Azure DevOps and GitLab integrations for SAST and SCA techniques.

To see how we are doing on these goals, check the entries marked with “Peer Reviewer” in our changelog .

Scope management improvements (in progress)

Completed: Enhanced mobile application environment registration workflow for better usability.

Current focus: Implementing table filters for environments and files to improve navigation and management.

Roadmap: Group creation redesign to make it clear that groups require both repository and environment registration.

To see how we are doing on these goals, check the entries marked with “ASPM” in our changelog .

IntelliJ plugin enhancements (in progress)

Completed: Custom Fix and reattack features are now available.

Current focus: Building Autofix capability for enhanced remediation flexibility.

Stay tuned to entries marked with “IDE plugins” in our changelog  to identify our progress on this goal.

SCA fix recommendations (in progress)

Completed: CVE fix information is now available in our database  and the platform , providing developers with immediate remediation guidance for vulnerable dependencies.

Current focus: Enhancing fix recommendations with three alternatives: (a) minimum version that fixes the CVE but may introduce new vulnerabilities, (b) minimum version that fixes without introducing new issues, and (c) nearest package version with no vulnerabilities. Rolling out these enhanced recommendations to VS Code, Cursor, and IntelliJ plugins.

Stay tuned to entries marked with “Fixes” in our changelog  to identify our progress on this goal.

Search for vulnerabilities in your apps for free with Fluid Attacks’ automated security testing! Start your 21-day free trial  and discover the benefits of the Continuous Hacking  Essential plan . If you prefer the Advanced plan, which includes the expertise of Fluid Attacks’ hacking team, fill out this contact form .

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